Accurate Kidney Pathological Image Classification Method Based on Deep Learning and Multi-Modal Fusion Method with Application to Membranous Nephropathy

Accurate Kidney Pathological Image Classification Method Based on Deep Learning and Multi-Modal Fusion Method with Application to Membranous Nephropathy

Membranous nephropathy is one of the most prevalent conditions responsible for nephrotic syndrome in adults. It is clinically nonspecific and mainly diagnosed by kidney biopsy pathology, with three prevalent techniques: light microscopy, electron microscopy, and immunofluorescence microscopy. Manual...

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Bibliographic Details
Main Authors: Fang Hao, Xueyu Liu, Ming Li, Weixia Han
Format: Article
Language:English
Published: MDPI AG 2023-01-01
Series:Life
Subjects:
membranous nephropathy
kidney pathology
deep learning
multi-modal fusion
whole-slide images
immunofluorescence images
Online Access:https://www.mdpi.com/2075-1729/13/2/399

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https://www.mdpi.com/2075-1729/13/2/399

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